Quantization of an RGB color code into a palette

We have a table DIM_ESHOP_PHONE, containing a column Color_RGB in RGB Hex Format . We want to reduce the color to a given palette of colors, contained into the table DIM_COLOR . We simply associate the RGB code to the palette using the minimal cartesian 3d distance , defined as